7 Signs to tell whether a Company is cooking its Books: “Financial Shenanigans”

Modified: 03-Jul-20

The current article focuses on the key signs of financial shenanigans / accounting gimmicks, which can help investors identify the accounting red flags in the companies they are considering for investment.

We all know about one company or the other, which had resorted to accounting gimmicks to dupe investors. Instances of management manipulating the books of accounts are not bound by any geography, race, religion or culture. Be it USA (Enron, Worldcom), Europe (Paramalat), India (Satyam) or Japan (Toshiba), each market has its own share of ‘stalwarts’, who instead of genuinely improving the business, decided to cook the books to show better performance.

Now a days, most of the companies offer share price linked incentive schemes to their managers. Such schemes are offered to align the interests of managers and shareholders so that both can benefit by good performance of the company and its stock. However, these schemes have acted as double-edged swords. 

Share price linked incentives motivate managers to work hard and show good performance. Nevertheless, when times are tough and business is slump, they offer easy incentives to managers for dressing up the accounts to show a good picture to the markets to shore up the share price.

In the hindsight, the analysis of disclosures & exchange filings of such companies has always pointed to the accounting gimmicks, which could have helped investors in identifying the red flags. However, the key is to identify such clues before the problems becomes large enough to affect the share price. These clues, if identified at right times, could have guided investors to exit before the nefarious acts of these companies became public and their prices fell like a pack of cards. 

Therefore, it becomes essential that all stock market investors, be it institutional or individual should learn the tools/signs that can indicate, when a company starts deviating from the standard practices and the possibility of an underlying fraud becomes a real possibility. The signs that can tell an investor, whenever something is not right with the presented accounts. An investor can then, analyse the company deeper and rule out whether the company is trying to falsify its books and if so, then can exit the company’s stock at the earliest opportunity.

Recently, I read the book: “Financial Shenanigans: How to Detect Accounting Gimmicks & Frauds in Financial Reports” by Howard M. Schilit and Jeremy Perler. This book provides a comprehensive account of the possible accounting gimmicks that managements can play to dress up their financial statements. It helps the readers identify the signs/tools that could have caught these accounting shenanigans at an early stage.

Finanical Shenanigans Full Cover

The book explains various methods deployed by companies in the past to manipulate their earnings, cash flows and balance sheet metrics. It then, takes the reader through the key parts of their disclosures, which could have directed a discerning reader to the gimmicks played by the management. Finally, the book explains to the reader with calculations, various ways to find out the correct earnings and cash flows from the inflated numbers presented by the companies.

Financial Shenanigans” provides an easy to read and simple to understand explanations of complex circuitous acts of managements to dress up their financials. 

The current article attempts to summarize the comprehensive effort of the authors, Howards Schilit & Jeremy Perler, and presents the gist to investors to sensitize them about the need to learn more about such accounting gimmicks.

Most of the attempts to dress up the accounting books by management are focused on manipulation of earnings (revenue & profit), cash flows and balance sheet to present a better picture of deteriorating financial situation. 

Let us understand these attempts one by one:


Most common Accounting Red Flags

A) Manipulation of Earnings:  

Most of the companies attempt to show higher revenue & profits during the current period to meet or exceed market expectations. Higher earnings in current period acts as a strong factor to raise the market price of company’s shares and increase the wealth of promoters/managers who stand to benefit from their stake/stock options in the company. 

However, there have been cases when companies have tried to mask the current good performance and tried to defer revenue/profits to a future period so that they can show sustained performance during upcoming tough times. 

Deferring current good earnings for future periods helps the company to show sustained performance during bad times, thereby, giving the impression of resilient business model to the markets. Stock markets usually assign higher multiples (P/E ratio) to such companies, which show stable performance with low volatility in earnings. Therefore, the management has sufficient incentive to act both ways.

Managements may use the following techniques to inflate their current period earnings:

  • Recording revenue too soon
  • Recording bogus revenue
  • Boosting income by using one time or unsustainable activities
  • Shifting current expenses to a later period
  • Using techniques to hide expenses or losses

Managements may use the following techniques to subdue their current period earnings in an attempt to inflate future period earnings:

  • Shifting current income to a later period
  • Shifting future expenses to an earlier period

All these steps could easily help the management achieve their objectives. However, there are certain checks and balances in place in the system, which often play the spoilsport for such managements:

  • the requirements of disclosures about revenue recognition and other accounting policies and
  • the presence of three financial statement: Balance Sheet, Profit & Loss and Cash Flow Statement, which talk to each other. If the management tinkers with one of these statements, then there is very high probability that investors would find signs of unhealthiness in other two statements.

We would look at the methods to detect earnings manipulation by management in the later part of this article.

Further advised reading: How Companies Inflate their Profits


B) Manipulation of Cash Flow:  

Most of the corporate frauds in 1990-2000s involved the companies showing super-normal growth in revenues & profits. However, upon analysis of cash flows, it could easily be deciphered that the earnings were not backed by cash flows. Therefore, all the investors started analyzing cash flow statements to see whether the profits are being converted into cash flow from operations to verify the genuineness of earnings. 

Cash flow from operations (CFO) became the key parameter to analyse companies. However, the ever-evolving managements realized this pattern and soon enough devised techniques to manipulate cash flow statements as well, so that they could hide ineligible/bogus revenue practices from investors.

These techniques mainly focused on either shifting investing/financing inflow to operating section or shifting operating outflow to investing section. The book “Financial Shenanigan” classifies such attempts under following headings:

  • Showing financing cash inflow as operating inflow
  • Showing operating cash outflow as investing outflow
  • Using acquisitions or disposals to boost operating cash flow
  • Boosting operating cash flow by using unsustainable activities

However, in these cases as well, the mandatory requirement of reconciliation of three financial statements helped the investors. Reconciliation requires that all the entries of cash inflow or outflow have to be in the cash flow statement and the management can only change their classification from one head to another. Therefore, if an investor uses certain adjustments in her analysis of cash flows then she can easily detect such shenanigans and improve her stock analysis to reflect the true economic reality.

Read: How Companies Manipulate Cash Flow from Operating Activities (CFO)


C) Misrepresenting Balance Sheet items: 

The book “Financial Shenanigans” describes many ways in which over jealous managements distort the balance sheet presentations to show a rosy picture to investors. Some of these methods are:


a. Distorting account receivables to hide revenue problems: 

 e.g. by selling them, showing them in other receivables than account receivables, changing definitions of DSO (days of sales outstanding or receivables days) etc.


b. Distorting inventory metrics to hide profitability problems: 

By classifying certain inventory as noncurrent saying that it will not be used within one year. Using only in-store inventory and excluding warehouse & transit inventory etc.


c. Distorting financial asset metrics to hide impairment problems: 

mainly applicable for financial institutions, which might use various tricks to hide the actual stress in their loan books.


D) Using non-standard parameters as representative of business performance: 

Many a times, managements create new parameters to describe their business performance. Such parameters are not the standard parameters of profitability or efficiency as described in accounting standards. However, many times, they help investors understand the status of companies of any particular industry in a better fashion. 

Such creative parameters are essential but due to non-standardization, the managements get an opportunity to change their definitions as per their requirements. Some of the examples covered in the book “Financial Shenanigans” are:


a. “Same store sales” for retailers, restaurants:

Managements may alter the vintage/criteria of the eligible stores to be used in calculation of disclosed metric. Companies have been known to show high level of reverse engineering skills to create such eligibility criteria to show desired trend in performance.


b. ARPU (average revenue per user) for telecom, broadband or cable TV companies: 

The key here is what constitutes the revenue and the number of users in ARPU. Management of one company may exclude advertisement revenue and report only subscription revenue whereas management of another company may include advertisement and other certain items as well. Similarly, different companies may use different criteria to select the number of users for calculating ARPU.


c. Subscriber addition for media houses:

Some companies may add up subscribers of unconsolidated entities/JVs as well, while others may not.


d. Order book for contractors:

Some companies may not disclose the details about orders, which might contain cancellation clauses/indemnity clauses and club all orders as if they might be firm sources of revenue in future.


e. Using EBITDA rather than PAT for disclosing business performance:

Some companies may act as if key expenses like depreciation, interest etc., are irrelevant for businesses and investors. For many companies, like rental cars, depreciation is the real cost of inventory & operations. Looking at EBITDA only for such companies is highly misleading.


f. Presenting cash earnings (PAT + Depreciation) or EBITDA instead of CFO to investors as better parameters:

Some managements may stress on cash earnings as if changes in working capital do not matter for businesses.

Further Advised Reading: Can we compare EBITDA with CFO to assess quality of profits?

All the above described methods have been used by one company or the other in past to dress up its books in order to hide their deteriorating financial position from the markets & investors. The book “Financial Shenanigans” provides detail of each of these tools used by different managements with real life examples. 

Financial Shenanigans” delves deeper into regulatory & exchange filings done by these companies and digs out extracts from their disclosures, which if noticed by investors, could have alerted them about things not being right. Then, the investors could have analysed it further to reassess their investment positions.

Financial Shenanigans” also explains various tools and ratios, which if used by investors during analysis, would have helped them, identify the red flags. Some of these tools can be easily calculated from the publically available information and therefore, can be very helpful for all the readers. Let us discuss these tools, which I believe that every stock market investor should learn and use in her stock analysis framework:


How to find out Accounting Red Flags / Financial Shenanigans

1) Cumulative Cash From Operations (cCFO) falling short of cumulative Profit After Tax (cPAT) in the past: 

As discussed above, if any company inflates its revenue by either accelerating its revenue recognition or recording false/bogus revenue, then there is high probability that such revenue would not be backed by collection of cash. In such cases, the cumulative CFO would fall behind cumulative PAT.

Therefore, investors should always compare cCFO and cPAT of any company over last 10 years and be wary when cCFO is significantly less than cPAT. Such companies would require enhanced due diligence to identify the accounting gimmicks and before the investor commits her hard earned money to them.

(To know more about cCFO vs cPAT read: 5 Simple Steps to Analyze Operating Performance of Companies)


2) Increasing Receivables Days/Days of sales outstanding (DSO):  

Similar to the above point, inflated revenue recognition without backing of cash collections would lead to continuously increasing account receivables/trade receivables/debtors in the balance sheet. The increase in account receivables, if at a faster pace than increase in sales, would increase the Receivables Days/DSO.

Many a times, such receivables could be bogus receivables, which might not be realized ever. Therefore, the investor should be wary of investing in companies, which show continuously increasing receivables days.

Similar to the increase in account receivables, a continuous increase in unbilled receivables also reflects an aggressive revenue recognition policy. Investors should be very cautious while analyzing companies with large amount of unbilled receivables like infrastructure companies and EPC contractors.

Moreover, investors should also be concerned when they see a large drop in DSO/receivables days especially after a period of rapid increase in DSO. This is because, such drop in DSO might be due to the management using the tricks to either sell receivables off their books or classify them under any other head in balance sheet.


3) Fast buildup of inventory/decreasing inventory turnover: 

Inventory buildup may indicate that the company might be carrying old inventory on its books, which might not be useful anymore. Management may hesitate before writing off such inventory, as it would have to book impairment losses, which would reduce earnings. However, such write offs if genuinely needed, then cannot be deferred indefinitely and companies end up recognizing major impairment losses all of a sudden. Such large losses affect the earnings in big way and no doubt that the share price tanks both due to losses and due to management quality concerns.

Therefore, an investor should do extra due diligence when she comes across companies, which have continuously decreasing inventory turnover over the years. This is one of the common financial shenanigans used by companies.


4) Free Cash Flow:  

Financial Shenanigans” mentions many cases where companies tried to inflate their earning and CFO by capitalizing normal day-to-day operating expenses. By using these accounting gimmicks, the companies derive dual benefits. They improve their profits as they do not deduct these expenses from revenue and at the same time inflate CFO as they show these expenses as cash outflow for investing section rather than in operating section.

Detecting such tricks can be quite challenging for an amateur investor who does not have deep understanding of accounting & finance as well as does not have sufficient spare time to spend in deeply analyzing financial statements. However, the investor can safeguard herself from these management tricks by using a simple method. This method is using the Free Cash Flow (FCF) rather than Cash From Operations (CFO) for her analysis.

FCF is arrived at by deducing capital expenditure (Capex) from CFO and thereby taking care of the operating expenses excluded from P&L and shown as cash outflow from investing section.

FCF = CFO – Capex

Therefore, it is advised that and investor should:

  • focus more on cash flow statement than P&L. 
  • Moreover, she should rely more on FCF than CFO, while analyzing cash flow statement.

The investor should be cautious when she observes declining free cash (FCF) while strong CFO in the cash flow statements.


5) Frequent Acquisitions:  

Acquisitions are a favorite area for over-smart managers to hide a lot of things under the carpet. Analysis of financials become a lot complex when two companies merge with each other and the management presents combined financial statements for the two companies. 

Apart from the book manipulations, acquisitions also provide many legal means (loopholes) for acquiring companies to beautify their books. Improvement in CFO is one such loophole. Let’s see how it works:

Account receivables of the acquired company, when received, flow through the CFO of acquirer, whereas the costs incurred to generate these receivables (inventory bought by the acquired company, salaries paid in past etc.), which ideally should flow through CFO as outflow, now flow through CFI as outflow as acquisition cost for the acquiring company. 

We can see that if any company that tries to grow organically, then it would have to do a lot of cash outflow from operations (inventory purchase, salaries etc.) to generate cash inflow from operations (CFO), whereas in acquisition, the acquiring company gets target’s future cash inflow from operations (outstanding account receivables at time of acquisition) but its related cash outflow (acquisition cost) is recorded as cash outflow from investing. 

Therefore, acquisitions provide a legal method of boosting CFO. No wonder once companies realize this, they become serial acquirers. 

Financial Shenanigans” provide a tool to counter this inflated CFO position. The authors advise that the investors should use the following formula to mitigate this impact:

CFO – Capex outflow – Cash paid for acquisitions


6) Abnormal/supernormal performance: 

An investor should be cautious while she comes across companies that show deviation from normal trends like:

  • Unexpected stable/smooth earnings during tough volatile times
  • Continuous history of meeting market expectation of earnings

This is not to say that such companies would not have inherent business strength to show exceptional performance. However, there is high probability that management of such companies might be using accounting gimmicks to  manipulate their accounts to show such performance. Therefore, it is advised that the investor should do enhanced due diligence while analyzing these companies.


7) Changes in accounting policies/disclosures: 

Changes in accounting policies are one of the major financial shenanigans used by managements to hide financial irregularities. Major policies to be monitored for changes by investors are:

  • Change in revenue recognition policies
  • Change in capitalization of expenses policies
  • Change in accounting years (April-March to July-June to Jan-Dec etc)
  • Change in depreciation assumptions
  • Change in pension, lease assumptions

An investor should always ask herself the question: Why the particular accounting change and why now?

Similarly, investors should focus on variations in disclosures:

  • Be wary when company stops disclosing an important metric.
  • Failing to highlight off balance sheet obligations/contingent liabilities like corporate guarantees given to bank for loans taken by other parties or a lawsuit or claim filed against the company.
  • New disclosures should provide more answers not give rise to many new questions. If reverse is true, then management is hiding something.

These are some of the accounting gimmicks described by “Financial Shenanigans” to help investors recognize accounting manipulations at initial stages and protect their hard earned money.

After reading the book “Financial Shenanigans”, the reader would realize that managements of many of the well-known names in the world have used accounting gimmicks at some point in time. They have mostly been caught by regulators, penalized, and directed to rectify their books. It indicates that no investor is shielded from accounting juggleries and she can ignore learning about at her own peril. 

The book describes numerous accounting gimmicks that have been used by firms and similarly many other ways/indicators, which can highlight the use of nefarious methods in financial statement. However, covering all of the accounting gimmicks is not possible within one article. However, the investor should be aware that ever evolving financial landscape would provide newer opportunities for over smart managements to use shortcuts to achieve their targets.

Therefore, it becomes essential that every investor should learn about the basic tools that highlight any accounting manipulation. She should use these tools regularly in her stock analysis so that she can avoid investments in fraud companies and save her hard earned wealth from erosion.

With this, we have reached the end of this article on financial shenanigans/accounting gimmicks. It would be my pleasure to learn about your experiences, whether you have faced any of the companies in your portfolio using smart techniques to hide its problems. If yes, then what were those methods? What were the indicators that sensitized you that something is not right and how did you confirmed your suspicions?

You may share your experiences in identifying accounting gimmicks as comments below so that other readers and the author can benefit from it. Thanks 🙂

Let us now address some of the queries asked by investors related to financial shenanigans.


Readers’ Queries about Financial Shenanigans

How it check if the financials are manipulated

Thanks Doc.

Looks like you are a classic value investor and a follower of Benjamin Graham.

A few more questions:

  1. how will you keep in check if the earnings are manipulated or not as if you are investing on the basis of PE, earnings has to be precise?
  2. Also what is your opinion on stocks which are low in PE and have a good business record like J&K Bank

Author’s Response:


It is the role of the investor to assess whether the financials are genuine or manipulated. Usually a comparative analysis of financial statements (B/S & P&L and CF) would give signs. E.g. if sales are increasing but cash not getting collected and resulting in increasing receivables days. Cumulative CFO over the years being much less than cumulative PAT over the years. Cumulative Tax shown in P&L being much higher than actual cumulative tax paid as per CF.

Read: How Companies Inflate their Profits

Read: How Companies Manipulate Cash Flow from Operating Activities (CFO)

There are many signs, which if an investor keeps an eye on, then she can get an idea about the genuineness of financials. You may get further information about the common tricks managements deploy to manipulate earnings and the steps investors should follow to detect them in the following book:

Financial Shenanigans: How to Detect Accounting Gimmicks & Frauds in Financial Reports

I do not analyse banking stock as the information shown in annual reports is not sufficient to get an idea about the actual situation.

Read: Can we Assess a Bank’s Financial Position from its Reported Financials?

All the best for your investing journey!



Manipulation of Same Store Sales by Management

Hi sir,

Reading your articles is always helpful. Can you please elaborate the following passage? I am unable to understand it.

a. “Same store sales” for retailers, restaurants:

Managements may alter the vintage/criteria of the eligible stores to be used in calculation of disclosed metric. Companies have been known to show high level of reverse engineering skills to create such eligibility criteria to show desired trend in performance.”

Author’s Response:


Thanks for writing to us!

Companies may change the vintage or criteria of eligible stores indicates that in one year companies may use only the stores older than 3 years for showing performance of “Sales per store” criteria. In the next year, if the sales performance of stores older than 3 years is not good, then they may change the criteria and may represent sales of only stores, which are older than 5 years. The author wishes to highlight that companies may keep on changing such eligibility criteria for stores as per their suitability to present the desired picture.

All the best for your investing journey!


Dr. Vijay Malik




Disclosure: The article contains affiliate links of the books.


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